R Programming
General R Resources:
R for Data Science: Import, Tidy, Transform, Visualize and Model Data by Hadley Wickham Amazon.co.uk Link + free online version
R Cookbook by Paul Teetor Amazon.co.uk Link
Introductory R: A Beginner's Guide to Data Visualisation, Statistical Analysis and Programming in R By Robert Knell Amazon.co.uk Link
Advanced R by Hadley Wickham : Free Online Version of the Book
LondonR - Semi-regular R programmers meet-up hosted by Mango Solutions
Specific Topics:
R Graphics:
R Graphics Cookbook by Winston Chang Free Online Version of the book
Improving R Performance:
Efficient R Programming by Colin Gillespie & Colin Lovelace Free Online Version of the Book
Article on BLAS optimisation : For faster R on a mac, use veclib
Spatial Data Analysis and Visualisation:
Article: Creating maps in R: Introductory tutorial on graphical display of geographical information in R by Robin Lovelace
Article: R for spatial analysis tutorial + video by Robin Lovelace
Article: Introduction to visualising spatial data in R by Robin Lovelace, James Cheshire, Rachel Oldroyd et al
Article: Introduction to Spatial Data and ggplot2 by James Cheshire
TO CLASSIFY
Webcast • The Basics of Git and GitHub • July 2013 - YouTube
Install RStudio with R Server on HDInsight | Microsoft Docs
data import - r read.table misread special symbols - Stack Overflow
TensorFlow
tensorflow/README.md at master · tensorflow/tensorflow
The Netflix Tech Blog: Introducing Surus and ScorePMML
r - dplyr: summarizing count and conditional aggregate functions on the same factor - Stack Overflow
time - Convert UNIX epoch to Date object in R - Stack Overflow
Online Conversion - Unix time conversion
Wk_3
Statistics for Genomcs: Distances and Clustering - YouTube
Elements of Statistical Learning: data mining, inference, and prediction. 2nd Edition.
Hierarchical clustering - Wikipedia, the free encyclopedia
Taxicab geometry - Wikipedia, the free encyclopedia
A short tutorial for decent heat maps in R
Orthogonal matrix - Wikipedia, the free encyclopedia
UCI Machine Learning Repository: Human Activity Recognition Using Smartphones Data Set
Wk_4
Predict memory usage in R - Stack Overflow
[R] how to split a data frame by two variables
R Is Not So Hard! A Tutorial, Part 10: Creating Summary tables with aggregate()
R Base Graphics: An Idiot's Guide
How to Predict New Data Values with R
r - Plotting points with color and shape based on data variables - Stack Overflow
R help - How to subset() from data frame using specific rows
r - Using Caret Package but Getting Error in library(e1071) - Stack Overflow
logistic regression - Error in glm() in R - Stack Overflow
Error when I try to predict class probabilities in R - caret - Stack Overflow
forecast.bats | RDocumentation
Wk_2
R Demo - Randy Zwitch on Vimeo
Basic text string functions in R | R-bloggers
How to rename a single column in a data.frame in R? - Stack Overflow
knitr: Elegant, flexible and fast dynamic report generation with R | knitr
How to prevent scientific notation in R? - Stack Overflow
Parameterized Reports · R Markdown · Disqus
R: Convert markdown to HTML using knit() and markdownToHTML()
Rep Red Wk 4
How To Handle Exponent Value of PROPDMGEXP and CROPDMGEXP
r - Extracting text data from PDF files - Stack Overflow
06 Statistical Inference
bcaffo/LittleInferenceBook: A book for the coursera statistical inference class
courses/06_StatisticalInference at master · bcaffo/courses
Performing a binomial test in R
r - Unexpected behavior with tidyr - Stack Overflow
r - How to plot histogram/ frequency-count of a vector with ggplot? - Stack Overflow
Fixing knitr: Formatting statistical output to 2 digits in R - Jason A. French
Create appendix with R-code in rmarkdown/knitr - Stack Overflow
Normal Distribution | R Tutorial
geom_histogram. ggplot2 0.9.3.1
r - Repeat the re-sampling function for 1000 times ? Using lapply? - Stack Overflow
R FAQ: How can I subset a data set?
r - Append data frames together in a for loop - Stack Overflow
R Learning Module: Subsetting Data
UCI Machine Learning Repository: Flags Data Set
Journal of Statistical Software
aRrgh: a newcomer's (angry) guide to R
R Programming - Week 3: Loop Functions and Debugging | Coursera
R: remove all objects fromt he current workspace | R-bloggers
datasciencectacontent/rprog-assignmentOperators.md at master · lgreski/datasciencectacontent
Markdown Cheatsheet · adam-p/markdown-here Wiki
Markdown Tables generator - TablesGenerator.com
Basic Git Commands - Johns Hopkins University | Coursera
Don't teach built-in plotting to beginners (teach ggplot2) – Variance Explained
DataCamp: The Easy Way To Learn R & Data Science Online
r - Avoiding NAs in as.numeric() - Stack Overflow
r - How to avoid warning when introducing NAs by coercion - Stack Overflow
Help on subsetting data frames using multiple logical operators in R - Cross Validated
r - Specifying colClasses in the read.csv - Stack Overflow
r - Avoid rbind()/cbind() conversion from numeric to factor - Stack Overflow
R – Sorting a data frame by the contents of a column | R-bloggers
Renumbering rows after ordering in R programme - Stack Overflow
java - Cannot load R xlsx package on Mac OS 10.11 - Stack Overflow
Error: XML Content does not seem to be XML | R 3.1.0 - Stack Overflow
httr/oauth2-github.r at master · hadley/httr
r - Read fixed width text file - Stack Overflow
Failed to connect the database when using sqldf in r - Stack Overflow
Reading Data From GitHub API Using R | DataTweet
Importing Data Into R – Part Two | R-bloggers
r - read.csv skip second line - Stack Overflow
dataset - How to delete the first row of a dataframe in R? - Stack Overflow
The 2013 SAT Report on College & Career Readiness – Research – The College Board
RPubs - Data Processing with dplyr & tidyr
What Donald Trump has said about science – and why he’s wrong | New Scientist
List of tz database time zones - Wikipedia, the free encyclopedia
Cheat Sheets in English - Cheatography.com: Cheat Sheets For Every Occasion
Getting and Cleaning the Assignment | thoughtfulbloke aka David Hood
Mastering Markdown · GitHub Guides
[Getting and Cleaning data] Project
Simpson's paradox - Wikipedia, the free encyclopedia
r - Specify Date format for colClasses argument in read.table/read.csv - Stack Overflow
Mobile Injustice Character Stats Calculator
Heteroscedasticity - Wikipedia, the free encyclopedia
CRAN: Contributed Documentation
bookdown: Easy Book Publishing with R Markdown
Video | Stanford CS101 Introduction | CS101-SP Courseware | Stanford Lagunita
Computer Science: An Overview: Global Edition: Amazon.co.uk
Your download | data.police.uk
Lower Layer Super Output Area (LSOA) boundaries - Datasets
2011 lower layer super output areas (LSOA) boundary
Organize a walk around London with R | R-bloggers
Integer Division -- from Wolfram MathWorld
Normal Distribution Calculator
Descriptive Statistics Chapter 2. § 2.1 Frequency Distributions and Their Graphs. - ppt download
R mtcars dataset, meaning of "vs" variable? - Stack Overflow
Practical machine learning: methods and algorithmics
Decision Tree Classifier implementation in R
Lecture 5: Linear Regression with Regularization CSC 84020 - Machine Learning
Data to Insight - Free Online Course
5-gram crashes R-studio · Issue #111 · dselivanov/text2vec · GitHub
multidplyr - dplyr meets parallel processing
Shiny - Use R scripts and data
Shiny - Use R scripts and data
Shiny - How to use DataTables in a Shiny App
DataTables examples - Examples index
How do I suppress row names when using DT::renderDataTable in R shiny? - Stack Overflow
web.mit.edu/6.863/www/fall2012/lectures/lecture2&3-notes12.pdf
https://arxiv.org/pdf/1312.3005.pdf
www-labs.iro.umontreal.ca/~felipe/IFT6010-Hiver2015/resources-2011/Articles/goodman2001.pdf